This course is part of the AWS AI Business Strategist Professional Certificate
Responsible AI & Enterprise Scaling: Risk, Leadership, and Change Management
Learn how to govern AI responsibly at the enterprise level with AWS. Examine how to manage risk, strengthen governance, and scale.
Duration
5 weeksWeekly study
1 hour100% online
How it worksIncluded in a Professional Certificate
Course 3 of 4
Responsible AI & Enterprise Scaling: Risk, Leadership, and Change Management
Scale AI responsibly across your organisation with AWS
Moving AI from isolated pilots to enterprise-wide adoption introduces a new set of challenges.
Success depends on strong governance, effective risk controls, clear leadership, and an organisation that is ready to change.
On this five-week course from AWS, you’ll examine how responsible AI principles can be embedded into business decisions, governance structures, workforce planning, and large-scale deployment.
Apply responsible AI and governance principles
Start by exploring the dimensions of responsible AI and how they shape decisions around ethics, safety, oversight, and accountability.
You’ll examine governance structures, regulatory considerations, risk classification, role-based controls, and where human oversight or additional safeguards may be required.
Manage AI risk across the lifecycle
Identify the risks that can emerge as AI systems move from development into production.
Using AWS-informed approaches, you’ll consider bias, harmful content, intellectual property, hallucinations, data degradation, and model drift, alongside the controls and mitigation strategies that can reduce enterprise exposure.
Lead change and scale AI successfully
Turn your attention to the people and processes behind successful AI transformation.
You’ll explore executive sponsorship, cross-functional leadership, workforce readiness, training, cultural adoption, and how to move initiatives from experimentation to enterprise deployment.
You’ll also examine how quick wins, Centres of Excellence, rollout planning, and post-pilot metrics can support sustainable growth.
By the end, you’ll be better equipped to lead responsible AI adoption, manage risk, and scale AI initiatives across complex organisations.
Syllabus
Week 1
Responsible AI Principles and Dimensions
AWS AI Business Strategist - Responsible AI Principles and Dimensions
In this activity, you will apply responsible AI dimensions, navigate trade-offs between ethics and business goals using decision frameworks, integrate governance by design, and determine human oversight and safeguards.
Week 2
AI Governance Structures and Regulatory Compliance
AWS AI Business Strategist - AI Governance Structures and Regulatory Compliance
In this activity, you will evaluate cross-functional AI governance structures, navigate industry compliance risks, configure role-based access controls, and apply risk-tiered classification frameworks.
Week 3
AI Risk Controls and Mitigation Strategies
AWS AI Business Strategist - AI Risk Controls and Mitigation Strategies
In this activity, you will trace AI bias across the lifecycle, evaluate harmful content and IP risks, differentiate reliability issues like drift and hallucinations, and apply targeted production monitoring controls.
Week 4
Lead Enterprise-Wide Change and Build AI-Ready Workforce Capabilities
AWS AI Business Strategist - Lead Enterprise-Wide Change and Build AI-Ready Workforce Capabilities
In this activity, you will build executive sponsorship networks, assemble accountable cross-functional teams, diagnose cultural barriers, communicate workforce impacts, and design tailored workforce transition strategies.
Week 5
Scale AI from Pilots to Enterprise-wide Deployments
AWS AI Business Strategist - Scale AI from Pilots to Enterprise-wide Deployments
In this activity, you will classify AI scaling phases, sequence quick wins, leverage Centers of Excellence, track post-pilot success metrics, and clear production barriers to sustain enterprise-wide deployment.
Prove you're job ready
Highlight the new, job-relevant skills you’ve gained and supplement existing qualifications with a hard-earned, industry-specific digital certificate – plus one for every course within your Professional Certificate.
- Learn the latest in your chosen industry or subject.
- Complete each course and pass assessments.
- Receive certificates validated by the educating organisation.
- Impress employers with learning outcomes you can add to your CV.
- Make your career dreams a reality.
Download a PDF
Learning on this course
On every step of the course you can meet other learners, share your ideas and join in with active discussions in the comments.
What will you achieve?
By the end of the course, you‘ll be able to...
- Apply governance-by-design practices to an AI project plan, differentiating from governance-as-afterthought approaches
- Distinguish appropriate cross-functional governance structure composition for a described organizational scenario, including missing stakeholder representation
- Apply risk controls and monitoring mechanisms to AI systems in production based on specific risk types
- Design workforce development strategies matched to different employee segments
- Apply iterative transformation approaches and scaling methodologies, establish Centers of Excellence, and differentiate scaling risks to business continuity.
Who is the course for?
This course is for business leaders, managers, strategists, and professionals involved in AI governance, risk, compliance, transformation, or organisational change who want to scale AI responsibly across the enterprise.
Who developed the course?
Amazon Web Services (AWS)
AWS is the world’s most comprehensive cloud, enabling organizations to accelerate innovation, reduce costs, and scale more efficiently.
Start learning today - free 2-day trial
After your free trial you can:
- Pay $4 per month to keep learning online
- Have complete control over your subscription; you can cancel any time
- Work at your own pace and set your own deadlines at every stage
- Only pay while you’re learning; the subscription will cancel automatically when you finish
- Complete online assessments to test your knowledge and prove your skills
- Earn digital course certificates and a final award that you can share online, with potential employers, and your professional network
Learning on FutureLearn
Your learning, your rules
- Courses are split into weeks, activities, and steps to help you keep track of your learning
- Learn through a mix of bite-sized videos, long- and short-form articles, audio, and practical activities
- Stay motivated by using the Progress page to keep track of your step completion and assessment scores
Join a global classroom
- Experience the power of social learning, and get inspired by an international network of learners
- Share ideas with your peers and course educators on every step of the course
- Join the conversation by reading, @ing, liking, bookmarking, and replying to comments from others
Map your progress
- As you work through the course, use notifications and the Progress page to guide your learning
- Whenever you’re ready, mark each step as complete, you’re in control
- Complete 90% of course steps and all of the assessments to earn your certificate
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